Automation index
Can AI do the work of a Personal trainer?
Today an AI can already prep materials, sort notes, and write a first summary. The class, the source, and the patient still need someone in the room.
It does not turn that percentage into a forecast of layoffs.
Task comparison
IS WORK OVER?
Personal trainer
27%
AI or a robot can already do 27% of this job.
#74 / 103
View rankingPersonal trainer
Where the time goes
Score = Σ (weight × saving). Weight is our estimate from frequency, not a time share published by O*NET. Saving is separate.
Weights are our estimate from O*NET frequency (FT). O*NET does not publish % of the week.
| Task | Share | AI | Adds |
|---|---|---|---|
Observe participants and inform them of corrective measures necessary for skill improvement.EstimateNo public source pins this saving. It is an estimate of the method. | 12% | 28% | +3.4 |
Instruct participants in maintaining exertion levels to maximize benefits from exercise routines.EstimateNo public source pins this saving. It is an estimate of the method. | 10% | 28% | +2.8 |
Offer alternatives during classes to accommodate different levels of fitness.EstimateNo public source pins this saving. It is an estimate of the method. | 9% | 28% | +2.5 |
Teach proper breathing techniques used during physical exertion.EstimateNo public source pins this saving. It is an estimate of the method. | 9% | 22% | +2 |
Monitor participants' progress and adapt programs as needed.EstimateNo public source pins this saving. It is an estimate of the method. | 9% | 28% | +2.5 |
Plan routines, choose appropriate music, and choose different movements for each set of muscles, depending on participants' capabilities and limitations.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 28% | +2.2 |
Teach and demonstrate use of gymnastic and training equipment, such as trampolines and weights.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 22% | +1.8 |
Evaluate individuals' abilities, needs, and physical conditions, and develop suitable training programs to meet any special requirements.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 28% | +2.2 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 27% | 28% | +7.6 |
| Total | 100% | 27% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- demonstrate professional Pilates attitude
- manage fitness communication
- safely instruct about fitness
- identify customer objectives
- ensure safety of exercise environment
- analyse personal fitness information
- show professional responsibility
- provide fitness information
- prescribe exercises
- adapt Pilates exercises
Sources for this job· O*NET 39-9031.00· ESCO/ISCO 3423
IS WORK OVER?
Lawyer
31%
#26 / 103
View rankingLawyer
Where the time goes
Score = Σ (weight × saving). Weight is our estimate from frequency, not a time share published by O*NET. Saving is separate.
Weights are our estimate from O*NET frequency (FT). O*NET does not publish % of the week.
| Task | Share | AI | Adds |
|---|---|---|---|
Supervise legal assistants.EstimateNo public source pins this saving. It is an estimate of the method. | 9% | 22% | +2 |
Analyze the probable outcomes of cases, using knowledge of legal precedents.EstimateNo public source pins this saving. It is an estimate of the method. | 9% | 48% | +4.3 |
Interpret laws, rulings and regulations for individuals and businesses.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 28% | +2.2 |
Gather evidence to formulate defense or to initiate legal actions by such means as interviewing clients and witnesses to ascertain the facts of a case.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Prepare, draft, and review legal documents, such as wills, deeds, patent applications, mortgages, leases, and contracts.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 55% | +3.9 |
Advise clients concerning business transactions, claim liability, advisability of prosecuting or defending lawsuits, or legal rights and obligations.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Examine legal data to determine advisability of defending or prosecuting lawsuit.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 28% | +1.4 |
Perform administrative and management functions related to the practice of law.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 28% | +1.4 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 44% | 28% | +12.3 |
| Total | 100% | 31% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- advise clients
- draft contracts
- litigate
- interpret law
- legal case management
- court procedures
- compile legal documents
- negotiate in legal cases
- protect client interests
- analyse legal evidence
Sources for this job· O*NET 23-1011.00· ESCO/ISCO 2611